Theoretical Computer Science and General Issues

Applications of Evolutionary Computation

19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part II

Editors: Squillero, Giovanni, Burelli, Paolo (Eds.)

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About this book

The two volumes LNCS 9597 and 9598 constitute the refereed conference proceedings of the 19th European Conference on the Applications of Evolutionary Computation, EvoApplications 2016, held in Porto, Portugal, in March/April 2016, co-located with the Evo* 2016 events EuroGP, EvoCOP, and EvoMUSART.

The 57 revised full papers presented together with 17 poster papers were carefully reviewed and selected from 115 submissions. EvoApplications 2016 consisted of the following 13 tracks: EvoBAFIN (natural computing methods in business analytics and finance), EvoBIO (evolutionary computation, machine learning and data mining in computational biology), EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (evolutionary algorithms and complex systems), EvoENERGY (evolutionary computation in energy applications), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in image analysis, signal processing, and pattern recognition), EvoINDUSTRY (nature-inspired techniques in industrial settings), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defence applications), EvoROBOT (evolutionary robotics), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).

Table of contents (21 chapters)

  • Local Fitness Meta-Models with Nearest Neighbor Regression

    Kramer, Oliver

    Pages 3-10

  • Validating the Grid Diversity Operator: An Infusion Technique for Diversity Maintenance in Population-Based Optimisation Algorithms

    Salah, Ahmed (et al.)

    Pages 11-26

  • Benchmarking Languages for Evolutionary Algorithms

    Merelo, J. J. (et al.)

    Pages 27-41

  • On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front

    Rudolph, Günter (et al.)

    Pages 42-55

  • Evolving Smoothing Kernels for Global Optimization

    Manns, Paul (et al.)

    Pages 56-72

Buy this book

eBook $64.99
price for USA (gross)
  • ISBN 978-3-319-31153-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $82.00
price for USA
  • ISBN 978-3-319-31152-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Applications of Evolutionary Computation
Book Subtitle
19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part II
Editors
  • Giovanni Squillero
  • Paolo Burelli
Series Title
Theoretical Computer Science and General Issues
Series Volume
9598
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-31153-1
DOI
10.1007/978-3-319-31153-1
Softcover ISBN
978-3-319-31152-4
Edition Number
1
Number of Pages
XXVI, 329
Number of Illustrations and Tables
94 b/w illustrations
Topics